1.Differentiation of benign and malignant breast lesions using texture analysis of conventional MRI:a preliminary study
Zhuwei ZHANG ; Ting HUA ; Tingting XU ; Jiping YAO ; Jian GONG ; Qing GUAN ; Jianping RUAN ; Guangyu TANG
Chinese Journal of Radiology 2017;51(8):588-591
Objective To investigate the diagnostic value of texture analysis derived from conventional MR imaging in differentiating benign and malignant breast lesions. Methods Thirty-six patients with malignant breast lesion and 33 patients with benign breast lesion were retrospectively analyzed in our study. All patients underwent conventional MR imaging including axial T1WI, T2WI, and contrast-enhanced T1WI before surgery. Texture features were calculated from manually drawn ROIs by using MaZda software. The feature selection methods included mutual information (MI), Fishers coefficient, classification error probability combined with average correlation coefficients (POE + ACC) and the combination of the above three methods(FPM). These methods were used to identify the most significant texture features in discriminating benign breast lesion from malignant breast lesion. The statistical methods including raw data analysis (RDA), principal component analysis (PCA), linear discriminant analysis (LDA) and nonlinear discriminant analysis (NDA) were used to distinguish malignant breast lesion from benign breast lesion. The results were shown by misclassification rate. Results In the three kinds of sequences, the texture features for differentiating malignant breast lesion and benign breast lesion were mainly from T2WI which had the lowest misclassification rate 4.35%(3/69). The misclassification rates of the feature selection methods were similar in MI, Fisher coefficient and POE+ACC (15.94%to 56.52%for MI;17.39%to 56.52%for Fisher coefficient and 17.39%to 56.52%for POE+ACC). However, the misclassification rate of the combination of the three methods (4.35%to 53.62%for FPM) was lower than that of any other kind of method. In the statistical methods, NDA (4.35% to 27.54%) had lower misclassification rate than RDA (33.33% to 56.52%), PCA (33.33% to 53.62%) and LDA (15.94% to 44.93%). Conclusion Texture analysis of conventional MR imaging can provide reliably objective basis for differentiating benign from malignant breast lesions.
2.Evaluation of the performance of a minimally invasive thoracic drainage tube in a rabbit model of hemothorax.
Jia-Qing ZHANG ; Rui-Hong JU ; Kun-Tang CHEN ; Bao-Qin RUAN ; Ting-Ting XING
Journal of Southern Medical University 2018;38(6):647-651
OBJECTIVETo assess the performance of a minimally invasive thoracic drainage tube (14 F) made of polyurethane (PU) in a rabbit model of hemothorax in comparison with the conventional 28 F chest tube (CCT).
METHODSThirty New Zealand rabbits were divided into experimental chest tube (ECT) group (n=9), CCT group (n=6), and blood provider group (n=15). Blood samples (20 mL) collected from the blood providing rabbits were injected into the chest cavity of the rabbits in the other two groups, and the time taken for closed drainage of the thoracic cavity was recorded. The rabbits in ECT and CCT groups were subjected to blood injections (20 mL for each injection) into the chest cavity every 20 min for 5 times, and the volumes of blood drained by ECT and CCT were measured. Two hours later, the rabbits were sacrificed and the residual blood and blood clots in the chest cavities were observed.
RESULTSCompared with CCT, the use of ECT significantly shortened the operation time (P<0.05) and produced more effective blood drainage at 20 min and 40 min after the placement of the drainage tube (P<0.05). No significant difference was found in the total blood volume drained between ECT and CCT groups, but the volume of residual blood in the thoracic cavity was significantly smaller in ECT group than in CCT group. No post-operative complications were found in the rabbits in ECT group while all the rabbits in CCT group had abutment pressure to the lung.
CONCLUSIONCompared to CCT, ECT is less invasive and allows more effective thoracic drainage with more convenient operation and reduced postoperative complications, suggesting its potential for use in closed thoracic drainage in single-port video-assisted thoracoscopic surgery (VATS) or in pediatric patients.
3.Expression and significance of β-catenin and NF-κB signaling pathway in knee osteoarthritis synovial inflammation.
Dong ZHANG ; Qing-Fu WANG ; Xiao-Zhe ZHANG ; An-Min RUAN ; Yu TIAN ; Si-Ting LIU ; Xiao-Yan FAN ; Jia-Hao SHEN
China Journal of Orthopaedics and Traumatology 2019;32(8):721-726
OBJECTIVE:
To explore expression of β-catenin and NF-κB signaling pathway in synovial tissue of rats with different degrees of knee osteoarthritis (KOA).
METHODS:
Forty-eight SPF male rats weighed (200±20) g were randomly divided into three groups, namely model group (32 rats), sham operation group (8 rats) and control group (8 rats). KOA model rats were established by Hulth method, and 8 rats were killed at 2, 4, 8, 12 weeks respectively after modeling, in order to establish KOA model rats with moderate, early, mild and severe degree. Sham operation group was only cut off capsule of knee joint and suture to exclude interference factor, control group was untreated. Behavior, synovial hyperplasia and cartilage degeneration of rats among each group were observed. Expression of NF-κB and signaling pathway and β-catenin in synovial tissue of rats were detected by real-time PCR.
RESULTS:
KOA rat model was successfully established, and synovial hyperplasia was observed in KOA model at mild and early degree, and then gradually decreased; while cartilage degeneration in the early moderate and severe KOA model was significantly expressed, and gradually aggravated with time. The results of PCR showed that expression of β-catenin in 4-week group (8.57±0.46) and 8-week group (4.23±0.09) were higher than those in control group (<0.05); expression of TLR-2 in 2-week group (12.04±4.02) and 4-week group (8.54±2.13) were higher than those in control group(<0.05), and TLR-4 in 2-week group(5.04±0.93), 4-week group (3.29±0.58) and 8-week group (1.63±0.12) were higher than those in control group; expression of NF-κB was significantly higher in 2-week group (10.15±2.04), 4-week group (15.97±4.17), 8-week group (7.69±1.48) and 12-week group (6.70±1.58) than that in control group (<0.05), and expression of IL-1β was significantly higher in 4-week group (2.79±0.25) and 8-week group (2.46±0.32) than that of control group (<0.05).
CONCLUSIONS
On the RNA expression level, both of β-catenin and NF-κB signaling pathways are involved in synovial inflammation in KOA model rats, and they play a regulatory role in expression of IL-1β, degeneration of KOA.
Animals
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Inflammation
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Male
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NF-kappa B
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Osteoarthritis, Knee
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Rats
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Signal Transduction
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beta Catenin
4.Effect of GBV-C/HIV coinfection on HIV/AIDS disease progression and HIV replication.
Ting ZHU ; Xin-Ping DING ; Yan-Min WAN ; Lian-Xing LIU ; Hong PENG ; Xiang-Gang HUANG ; Yan-Meng FENG ; Chao WU ; Yu-Hua RUAN ; Li-Feng HAN ; Hui XING ; Jian-Jun WANG ; Bing SU ; Chen XU ; Jian-Qing XU ; Yi-Ming SHAO
Chinese Journal of Virology 2008;24(1):17-21
Several research groups have recently reported that persistent GB virus C (GBV-C) co-infected with human immunodeficiency virus (HIV) leads to slower AIDSs disease progression than HIV-1 infection alone. However, these findings were not confirmed by several other studies. To investigate the association between GBV-C replication and plasma HIV loads and CD4+ T cell counts, 203 HIV-1 positive former blood/plasma donors(FBDs) were enrolled from Fuyang city of Anhui Province in China. Plasma specimens were collected from them and were tested for GBV-C using RT-PCR and ELISA. Out of 203 specimens, 52 (25.6%) cases were positive for GBV-C, including 35 male (67.3%) and 17 female (32.7%) cases. No significant association was identified between GBV-C infection and CD4+ T-cell counts or between GBV-C infection and HIV viral loads. Since all the subjects studied were naive to ART, the influence of therapy on AIDS disease progression was ruled out in this study. Overall, our data indicated that HIV-1 positive male FBDs were prone to be infected, GBV-C coinfection with HIV-1 does not significantly influence HIV/AIDS disease progression during the late stage of chronic HIV-1 infection.
Acquired Immunodeficiency Syndrome
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complications
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immunology
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virology
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Adult
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Aged
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CD4 Lymphocyte Count
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Disease Progression
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Female
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Flaviviridae Infections
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immunology
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virology
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GB virus C
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HIV-1
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physiology
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Hepatitis, Viral, Human
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immunology
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virology
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Humans
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Male
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Middle Aged
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RNA, Viral
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blood
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Virus Replication
5.Mechanism and experimental verification of Sijunzi Decoction in treatment of ulcerative colitis based on network pharmacology.
Meng-Long ZOU ; Xiao-Yan HUANG ; Ya-Lu CHEN ; Xin NING ; Qing-Ting RUAN ; Zhen-Yi LUO ; Li LI-QUN
China Journal of Chinese Materia Medica 2020;45(22):5362-5372
To explore the mechanism of Sijunzi Decoction in the treatment of ulcerative colitis(UC) based on network pharmacology. The active components and corresponding targets of Sijunzi Decoction were extracted with Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP), and the targets were standardized with the help of Uniprot database. The related targets of UC were obtained through GeneCards database and Disgenet database, and the intersection targets of drugs and diseases were screened by R language. The visual regulation network of "active ingredient-disease target" of Sijunzi Decoction was constructed by Cytoscape software, and the protein-protein interaction network was constructed by STRING database. The functional enrichment analysis of gene ontology(GO) and the enrichment analysis of Kyoto encyclopedia of genes and genomes(KEGG) pathway were carried out on Bioconductor platform, and some of the targets were verified by animal experiments. Through database analysis, a total of 135 active components of Sijunzi Decoction, 114 predicted targets and 80 common targets with UC were obtained. The core target proteins included interleukin 6(IL-6), caspase-3(CASP3), vascular endothelial growth factor A(VEGFA), epidermal growth factor receptor(EGFR) and so on. GO functional enrichment analysis involved 102 items, which mainly affected transcription factor activity, enzyme activity, receptor activity and biochemical process regulation. KEGG pathway enrichment analysis showed that 120 items were involved in human cytomegalovirus infection, cancer, apoptosis, inflammation and other pathways. Mouse experiments showed that Sijunzi Decoction could down-regulate the expression of target proteins IL-6 and caspase-3 and inhibit intestinal epithelial cell apoptosis. The treatment of UC with Sijunzi Decoction is the result of the interaction among multi-components, multi-targets and multi-pathways. It is proved by experiments that Sijunzi Decoction may play an effective role by regulating the expression of IL-6 and caspase-3, and getting involved in apoptosis, inflammation and other pathways.
Animals
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Colitis, Ulcerative/genetics*
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Drugs, Chinese Herbal/pharmacology*
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Medicine, Chinese Traditional
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Mice
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Vascular Endothelial Growth Factor A